{"id":"W4386303847","doi":"10.4095/332137","title":"CGC au travail 2022","year":2023,"lang":"fr","type":"report","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00213545,0.001592214,0.00112744,0.001981829,0.002739809,0.006167577,0.001594317,0.00523741,0.4365164],"category_scores_gemma":[0.005741118,0.0005365484,0.0009086234,0.001985263,0.0006992862,0.001561052,0.002117955,0.003629907,0.1880803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006749358,"about_ca_system_score_gemma":0.01687246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2601461,"about_ca_topic_score_gemma":0.1954608,"domain_scores_codex":[0.9974377,0.0002421778,0.0000638452,0.0002910077,0.001341423,0.0006238064],"domain_scores_gemma":[0.9976544,0.000537177,0.00009986194,0.0002706539,0.0009047119,0.0005332376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000324676,0.0001328922,0.000701191,0.00008686962,0.00001041474,0.0001198689,0.00005884438,0.0002307943,0.0004184805,0.0126153,0.969564,0.01573663],"study_design_scores_gemma":[0.0001398883,0.00005962167,0.005756407,0.00008211688,0.000006223364,0.00005771047,0.0001586797,0.0007070744,0.001029184,0.001750973,0.9902327,0.00001940715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004865573,0.0009891882,0.001247639,0.008648872,0.00276214,0.0007260466,0.1016375,0.002299686,0.8768234],"genre_scores_gemma":[0.005635349,0.0002134226,0.0006959715,0.0005771078,0.0001702022,0.0002780109,0.01279001,0.0003284074,0.9793115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4365164,"threshold_uncertainty_score":0.8037409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497054458323418,"score_gpt":0.3904907017616069,"score_spread":0.2407852559292651,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}